You can just build things… like this LLM Council app in SwiftUI that helps you co-think with up to six different LLM providers at once. Check it out!
Hi! I’m Erik MacKinnon — Head of Revenue at Wynter, career entrepreneur, and an AI-native GTM operator building agentic systems that make B2B revenue engines go faster.
These days I’m in the skunkworks designing AI-native GTM systems – agentic workflows, autonomous agents, LLM-powered revenue operations – and writing about what actually works when you put this stuff into production.
“1 million context?” eh? The longer your agent runs, the dumber it gets
I’ve been building autonomous agents for weeks and context rot is a major problem I keep coming back to. Here’s some data and what’s been working for me.
Your agent forgets tasks, but not in order. And it’s a huge f’ing problem
I keep watching agents nail steps 1-4, then silently drop 5 and 6 while completing 7. These probabilistic failures are common, and a pain in the ass. Here’s what I’m doing to try to fix it.
Now… not “How?”
It’s a simple phrase, isn’t it? “Now, not how.” Yet these three words can be something special in the right hands.
Book Notes: The JOLT Effect
These are my notes for “The JOLT Effect” by Matt Dixon and Ted McKenna. This isn’t a review, it’s my notes. So… it’s long. Enjoy!